Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 185 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 30.5 KiB |
| Average record size in memory | 168.7 B |
Variable types
| NUM | 14 |
|---|---|
| CAT | 6 |
| BOOL | 1 |
SG_UF has constant value "185" | Constant |
DS_CARGO has constant value "185" | Constant |
ANO_ELEICAO has constant value "185" | Constant |
NR_TURNO is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
CD_TIPO_ELEICAO is highly correlated with NR_TURNO and 8 other fields | High correlation |
CD_ELEICAO is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
CD_CARGO is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
SQ_CANDIDATO is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
CD_SITUACAO_CANDIDATURA is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
CD_DETALHE_SITUACAO_CAND is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
NR_PARTIDO is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
SQ_COLIGACAO is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
QT_VOTOS_NOMINAIS is highly correlated with CD_TIPO_ELEICAO and 8 other fields | High correlation |
RESULTADO is highly correlated with NR_CANDIDATO | High correlation |
NR_CANDIDATO is highly correlated with RESULTADO | High correlation |
NR_CANDIDATO is highly correlated with NM_URNA_CANDIDATO | High correlation |
NM_URNA_CANDIDATO is highly correlated with NR_CANDIDATO | High correlation |
df_index has unique values | Unique |
NM_MUNICIPIO has unique values | Unique |
CD_MUNICIPIO has unique values | Unique |
Reproduction
| Analysis started | 2020-10-13 11:54:51.870406 |
|---|---|
| Analysis finished | 2020-10-13 11:55:43.488465 |
| Duration | 51.62 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 185 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92 |
|---|---|
| Minimum | 0 |
| Maximum | 184 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.2 |
| Q1 | 46 |
| median | 92 |
| Q3 | 138 |
| 95-th percentile | 174.8 |
| Maximum | 184 |
| Range | 184 |
| Interquartile range (IQR) | 92 |
Descriptive statistics
| Standard deviation | 53.54904294 |
|---|---|
| Coefficient of variation (CV) | 0.5820548146 |
| Kurtosis | -1.2 |
| Mean | 92 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 0 |
| Sum | 17020 |
| Variance | 2867.5 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 184 | 1 | 0.5% | |
| 57 | 1 | 0.5% | |
| 66 | 1 | 0.5% | |
| 65 | 1 | 0.5% | |
| 64 | 1 | 0.5% | |
| 63 | 1 | 0.5% | |
| 62 | 1 | 0.5% | |
| 61 | 1 | 0.5% | |
| 60 | 1 | 0.5% | |
| 59 | 1 | 0.5% | |
| Other values (175) | 175 | 94.6% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.5% | |
| 1 | 1 | 0.5% | |
| 2 | 1 | 0.5% | |
| 3 | 1 | 0.5% | |
| 4 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 184 | 1 | 0.5% | |
| 183 | 1 | 0.5% | |
| 182 | 1 | 0.5% | |
| 181 | 1 | 0.5% | |
| 180 | 1 | 0.5% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| PE |
|---|
| Value | Count | Frequency (%) | |
| PE | 185 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
| Distinct | 185 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| SANHARÓ | 1 |
|---|---|
| LAGOA DO OURO | 1 |
| CUSTÓDIA | 1 |
| TRACUNHAÉM | 1 |
| BELÉM DE MARIA | 1 |
| Other values (180) |
| Value | Count | Frequency (%) | |
| SANHARÓ | 1 | 0.5% | |
| LAGOA DO OURO | 1 | 0.5% | |
| CUSTÓDIA | 1 | 0.5% | |
| TRACUNHAÉM | 1 | 0.5% | |
| BELÉM DE MARIA | 1 | 0.5% | |
| VITÓRIA DE SANTO ANTÃO | 1 | 0.5% | |
| SERTÂNIA | 1 | 0.5% | |
| MARAIAL | 1 | 0.5% | |
| ITAMBÉ | 1 | 0.5% | |
| CARPINA | 1 | 0.5% | |
| Other values (175) | 175 | 94.6% |
Unique
| Unique | 185 ? |
|---|---|
| Unique (%) | 100.0% |
Length
| Max length | 25 |
|---|---|
| Median length | 9 |
| Mean length | 10.14054054 |
| Min length | 3 |
| Distinct | 185 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24564.22703 |
|---|---|
| Minimum | 23000 |
| Maximum | 30015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 23000 |
|---|---|
| 5-th percentile | 23096.8 |
| Q1 | 23590 |
| median | 24511 |
| Q3 | 25437 |
| 95-th percentile | 26170.8 |
| Maximum | 30015 |
| Range | 7015 |
| Interquartile range (IQR) | 1847 |
Descriptive statistics
| Standard deviation | 1094.620617 |
|---|---|
| Coefficient of variation (CV) | 0.04456157388 |
| Kurtosis | 1.725821196 |
| Mean | 24564.22703 |
| Median Absolute Deviation (MAD) | 926 |
| Skewness | 0.6954801704 |
| Sum | 4544382 |
| Variance | 1198194.296 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 23850 | 1 | 0.5% | |
| 23116 | 1 | 0.5% | |
| 23132 | 1 | 0.5% | |
| 24155 | 1 | 0.5% | |
| 25178 | 1 | 0.5% | |
| 23191 | 1 | 0.5% | |
| 23639 | 1 | 0.5% | |
| 23892 | 1 | 0.5% | |
| 26212 | 1 | 0.5% | |
| 24910 | 1 | 0.5% | |
| Other values (175) | 175 | 94.6% |
| Value | Count | Frequency (%) | |
| 23000 | 1 | 0.5% | |
| 23019 | 1 | 0.5% | |
| 23027 | 1 | 0.5% | |
| 23035 | 1 | 0.5% | |
| 23043 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 30015 | 1 | 0.5% | |
| 26336 | 1 | 0.5% | |
| 26310 | 1 | 0.5% | |
| 26298 | 1 | 0.5% | |
| 26271 | 1 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| PAULO CÂMARA | |
|---|---|
| ARMANDO MONTEIRO |
| Value | Count | Frequency (%) | |
| PAULO CÂMARA | 149 | 80.5% | |
| ARMANDO MONTEIRO | 36 | 19.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 16 |
|---|---|
| Median length | 12 |
| Mean length | 12.77837838 |
| Min length | 12 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Governador |
|---|
| Value | Count | Frequency (%) | |
| Governador | 185 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 2018 |
|---|
| Value | Count | Frequency (%) | |
| 2018 | 185 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 40 | |
|---|---|
| 14 |
| Value | Count | Frequency (%) | |
| 40 | 149 | 80.5% | |
| 14 | 36 | 19.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.259459459 |
|---|---|
| Minimum | 2 |
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 22 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.647702528 |
|---|---|
| Coefficient of variation (CV) | 0.729246334 |
| Kurtosis | 114.0776906 |
| Mean | 2.259459459 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188502 |
| Sum | 418 |
| Variance | 2.714923619 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 176 | 95.1% | |
| 6 | 4 | 2.2% | |
| 4 | 3 | 1.6% | |
| 22 | 1 | 0.5% | |
| 8 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 2 | 176 | 95.1% | |
| 4 | 3 | 1.6% | |
| 6 | 4 | 2.2% | |
| 8 | 1 | 0.5% | |
| 22 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 22 | 1 | 0.5% | |
| 8 | 1 | 0.5% | |
| 6 | 4 | 2.2% | |
| 4 | 3 | 1.6% | |
| 2 | 176 | 95.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.12972973 |
|---|---|
| Minimum | 1 |
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8238512638 |
|---|---|
| Coefficient of variation (CV) | 0.729246334 |
| Kurtosis | 114.0776906 |
| Mean | 1.12972973 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188502 |
| Sum | 209 |
| Variance | 0.6787309048 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 176 | 95.1% | |
| 3 | 4 | 2.2% | |
| 2 | 3 | 1.6% | |
| 11 | 1 | 0.5% | |
| 4 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1 | 176 | 95.1% | |
| 2 | 3 | 1.6% | |
| 3 | 4 | 2.2% | |
| 4 | 1 | 0.5% | |
| 11 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.5% | |
| 4 | 1 | 0.5% | |
| 3 | 4 | 2.2% | |
| 2 | 3 | 1.6% | |
| 1 | 176 | 95.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 335.5297297 |
|---|---|
| Minimum | 297 |
| Maximum | 3267 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 297 |
|---|---|
| 5-th percentile | 297 |
| Q1 | 297 |
| median | 297 |
| Q3 | 297 |
| 95-th percentile | 297 |
| Maximum | 3267 |
| Range | 2970 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 244.6838253 |
|---|---|
| Coefficient of variation (CV) | 0.729246334 |
| Kurtosis | 114.0776906 |
| Mean | 335.5297297 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188502 |
| Sum | 62073 |
| Variance | 59870.17438 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 297 | 176 | 95.1% | |
| 891 | 4 | 2.2% | |
| 594 | 3 | 1.6% | |
| 3267 | 1 | 0.5% | |
| 1188 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 297 | 176 | 95.1% | |
| 594 | 3 | 1.6% | |
| 891 | 4 | 2.2% | |
| 1188 | 1 | 0.5% | |
| 3267 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 3267 | 1 | 0.5% | |
| 1188 | 1 | 0.5% | |
| 891 | 4 | 2.2% | |
| 594 | 3 | 1.6% | |
| 297 | 176 | 95.1% |
NR_ZONA
Real number (ℝ≥0)
| Distinct | 99 |
|---|---|
| Distinct (%) | 53.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.48108108 |
|---|---|
| Minimum | 4 |
| Maximum | 377 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 21.4 |
| Q1 | 43 |
| median | 71 |
| Q3 | 98 |
| 95-th percentile | 136.8 |
| Maximum | 377 |
| Range | 373 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 57.06690314 |
|---|---|
| Coefficient of variation (CV) | 0.7179935446 |
| Kurtosis | 9.951675727 |
| Mean | 79.48108108 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 2.60879881 |
| Sum | 14704 |
| Variance | 3256.631434 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 43 | 4 | 2.2% | |
| 92 | 4 | 2.2% | |
| 27 | 3 | 1.6% | |
| 98 | 3 | 1.6% | |
| 94 | 3 | 1.6% | |
| 90 | 3 | 1.6% | |
| 86 | 3 | 1.6% | |
| 26 | 3 | 1.6% | |
| 82 | 3 | 1.6% | |
| 28 | 3 | 1.6% | |
| Other values (89) | 153 | 82.7% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.5% | |
| 13 | 1 | 0.5% | |
| 14 | 1 | 0.5% | |
| 16 | 1 | 0.5% | |
| 17 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 377 | 1 | 0.5% | |
| 372 | 1 | 0.5% | |
| 344 | 1 | 0.5% | |
| 272 | 1 | 0.5% | |
| 265 | 1 | 0.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.389189189 |
|---|---|
| Minimum | 3 |
| Maximum | 33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 33 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.471553791 |
|---|---|
| Coefficient of variation (CV) | 0.729246334 |
| Kurtosis | 114.0776906 |
| Mean | 3.389189189 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188502 |
| Sum | 627 |
| Variance | 6.108578143 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 176 | 95.1% | |
| 9 | 4 | 2.2% | |
| 6 | 3 | 1.6% | |
| 33 | 1 | 0.5% | |
| 12 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 3 | 176 | 95.1% | |
| 6 | 3 | 1.6% | |
| 9 | 4 | 2.2% | |
| 12 | 1 | 0.5% | |
| 33 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 33 | 1 | 0.5% | |
| 12 | 1 | 0.5% | |
| 9 | 4 | 2.2% | |
| 6 | 3 | 1.6% | |
| 3 | 176 | 95.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.920547371e+11 |
|---|---|
| Minimum | 1.700006045e+11 |
| Maximum | 1.87000665e+12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1.700006045e+11 |
|---|---|
| 5-th percentile | 1.700006045e+11 |
| Q1 | 1.700006045e+11 |
| median | 1.700006045e+11 |
| Q3 | 1.700006045e+11 |
| 95-th percentile | 1.700006051e+11 |
| Maximum | 1.87000665e+12 |
| Range | 1.700006045e+12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.400552129e+11 |
|---|---|
| Coefficient of variation (CV) | 0.7292463335 |
| Kurtosis | 114.0776906 |
| Mean | 1.920547371e+11 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188499 |
| Sum | 3.553012637e+13 |
| Variance | 1.961546266e+22 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.700006045e+11 | 141 | 76.2% | |
| 1.700006051e+11 | 35 | 18.9% | |
| 5.100018136e+11 | 3 | 1.6% | |
| 3.400012091e+11 | 3 | 1.6% | |
| 1.87000665e+12 | 1 | 0.5% | |
| 5.100018154e+11 | 1 | 0.5% | |
| 6.800024182e+11 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1.700006045e+11 | 141 | 76.2% | |
| 1.700006051e+11 | 35 | 18.9% | |
| 3.400012091e+11 | 3 | 1.6% | |
| 5.100018136e+11 | 3 | 1.6% | |
| 5.100018154e+11 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1.87000665e+12 | 1 | 0.5% | |
| 6.800024182e+11 | 1 | 0.5% | |
| 5.100018154e+11 | 1 | 0.5% | |
| 5.100018136e+11 | 3 | 1.6% | |
| 3.400012091e+11 | 3 | 1.6% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.55675676 |
|---|---|
| Minimum | 12 |
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 12 |
| median | 12 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 132 |
| Range | 120 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.886215165 |
|---|---|
| Coefficient of variation (CV) | 0.729246334 |
| Kurtosis | 114.0776906 |
| Mean | 13.55675676 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188502 |
| Sum | 2508 |
| Variance | 97.73725029 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 12 | 176 | 95.1% | |
| 36 | 4 | 2.2% | |
| 24 | 3 | 1.6% | |
| 132 | 1 | 0.5% | |
| 48 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 12 | 176 | 95.1% | |
| 24 | 3 | 1.6% | |
| 36 | 4 | 2.2% | |
| 48 | 1 | 0.5% | |
| 132 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 132 | 1 | 0.5% | |
| 48 | 1 | 0.5% | |
| 36 | 4 | 2.2% | |
| 24 | 3 | 1.6% | |
| 12 | 176 | 95.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.259459459 |
|---|---|
| Minimum | 2 |
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 22 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.647702528 |
|---|---|
| Coefficient of variation (CV) | 0.729246334 |
| Kurtosis | 114.0776906 |
| Mean | 2.259459459 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188502 |
| Sum | 418 |
| Variance | 2.714923619 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 176 | 95.1% | |
| 6 | 4 | 2.2% | |
| 4 | 3 | 1.6% | |
| 22 | 1 | 0.5% | |
| 8 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 2 | 176 | 95.1% | |
| 4 | 3 | 1.6% | |
| 6 | 4 | 2.2% | |
| 8 | 1 | 0.5% | |
| 22 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 22 | 1 | 0.5% | |
| 8 | 1 | 0.5% | |
| 6 | 4 | 2.2% | |
| 4 | 3 | 1.6% | |
| 2 | 176 | 95.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.84864865 |
|---|---|
| Minimum | 14 |
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 40 |
| median | 40 |
| Q3 | 40 |
| 95-th percentile | 40 |
| Maximum | 440 |
| Range | 426 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 34.7396968 |
|---|---|
| Coefficient of variation (CV) | 0.8717910889 |
| Kurtosis | 97.16257951 |
| Mean | 39.84864865 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.772458547 |
| Sum | 7372 |
| Variance | 1206.846533 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 40 | 141 | 76.2% | |
| 14 | 35 | 18.9% | |
| 120 | 3 | 1.6% | |
| 80 | 3 | 1.6% | |
| 440 | 1 | 0.5% | |
| 160 | 1 | 0.5% | |
| 42 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 14 | 35 | 18.9% | |
| 40 | 141 | 76.2% | |
| 42 | 1 | 0.5% | |
| 80 | 3 | 1.6% | |
| 120 | 3 | 1.6% |
| Value | Count | Frequency (%) | |
| 440 | 1 | 0.5% | |
| 160 | 1 | 0.5% | |
| 120 | 3 | 1.6% | |
| 80 | 3 | 1.6% | |
| 42 | 1 | 0.5% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.920541107e+11 |
|---|---|
| Minimum | 1.700000501e+11 |
| Maximum | 1.870000551e+12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1.700000501e+11 |
|---|---|
| 5-th percentile | 1.700000501e+11 |
| Q1 | 1.700000501e+11 |
| median | 1.700000501e+11 |
| Q3 | 1.700000501e+11 |
| 95-th percentile | 1.700000501e+11 |
| Maximum | 1.870000551e+12 |
| Range | 1.700000501e+12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.400547561e+11 |
|---|---|
| Coefficient of variation (CV) | 0.7292463339 |
| Kurtosis | 114.0776906 |
| Mean | 1.920541107e+11 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.953188502 |
| Sum | 3.553001048e+13 |
| Variance | 1.961533472e+22 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.700000501e+11 | 141 | 76.2% | |
| 1.700000501e+11 | 35 | 18.9% | |
| 3.400001003e+11 | 3 | 1.6% | |
| 5.100001504e+11 | 3 | 1.6% | |
| 1.870000551e+12 | 1 | 0.5% | |
| 5.100001504e+11 | 1 | 0.5% | |
| 6.800002005e+11 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1.700000501e+11 | 141 | 76.2% | |
| 1.700000501e+11 | 35 | 18.9% | |
| 3.400001003e+11 | 3 | 1.6% | |
| 5.100001504e+11 | 3 | 1.6% | |
| 5.100001504e+11 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1.870000551e+12 | 1 | 0.5% | |
| 6.800002005e+11 | 1 | 0.5% | |
| 5.100001504e+11 | 1 | 0.5% | |
| 5.100001504e+11 | 3 | 1.6% | |
| 3.400001003e+11 | 3 | 1.6% |
CD_SIT_TOT_TURNO
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.745945946 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.576077029 |
|---|---|
| Coefficient of variation (CV) | 0.9027066575 |
| Kurtosis | 14.5766873 |
| Mean | 1.745945946 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.130045975 |
| Sum | 323 |
| Variance | 2.484018801 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 141 | 76.2% | |
| 4 | 36 | 19.5% | |
| 3 | 3 | 1.6% | |
| 2 | 3 | 1.6% | |
| 12 | 1 | 0.5% | |
| 11 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1 | 141 | 76.2% | |
| 2 | 3 | 1.6% | |
| 3 | 3 | 1.6% | |
| 4 | 36 | 19.5% | |
| 11 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.5% | |
| 11 | 1 | 0.5% | |
| 4 | 36 | 19.5% | |
| 3 | 3 | 1.6% | |
| 2 | 3 | 1.6% |
| Distinct | 183 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10791.03784 |
|---|---|
| Minimum | 877 |
| Maximum | 311792 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 877 |
|---|---|
| 5-th percentile | 2362.6 |
| Q1 | 3682 |
| median | 5358 |
| Q3 | 8808 |
| 95-th percentile | 27888.8 |
| Maximum | 311792 |
| Range | 310915 |
| Interquartile range (IQR) | 5126 |
Descriptive statistics
| Standard deviation | 25604.77008 |
|---|---|
| Coefficient of variation (CV) | 2.372781049 |
| Kurtosis | 105.8779184 |
| Mean | 10791.03784 |
| Median Absolute Deviation (MAD) | 2208 |
| Skewness | 9.450488465 |
| Sum | 1996342 |
| Variance | 655604250.9 |
| Monotocity | Decreasing |
| Value | Count | Frequency (%) | |
| 2972 | 2 | 1.1% | |
| 2900 | 2 | 1.1% | |
| 2104 | 1 | 0.5% | |
| 6243 | 1 | 0.5% | |
| 1736 | 1 | 0.5% | |
| 5984 | 1 | 0.5% | |
| 2356 | 1 | 0.5% | |
| 23645 | 1 | 0.5% | |
| 3932 | 1 | 0.5% | |
| 4443 | 1 | 0.5% | |
| Other values (173) | 173 | 93.5% |
| Value | Count | Frequency (%) | |
| 877 | 1 | 0.5% | |
| 1614 | 1 | 0.5% | |
| 1736 | 1 | 0.5% | |
| 1806 | 1 | 0.5% | |
| 1909 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 311792 | 1 | 0.5% | |
| 107669 | 1 | 0.5% | |
| 81276 | 1 | 0.5% | |
| 63229 | 1 | 0.5% | |
| 57523 | 1 | 0.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | SG_UF | NM_MUNICIPIO | CD_MUNICIPIO | NM_URNA_CANDIDATO | DS_CARGO | ANO_ELEICAO | NR_CANDIDATO | CD_TIPO_ELEICAO | NR_TURNO | CD_ELEICAO | NR_ZONA | CD_CARGO | SQ_CANDIDATO | CD_SITUACAO_CANDIDATURA | CD_DETALHE_SITUACAO_CAND | NR_PARTIDO | SQ_COLIGACAO | CD_SIT_TOT_TURNO | QT_VOTOS_NOMINAIS | RESULTADO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 130 | PE | RECIFE | 25313 | PAULO CÂMARA | Governador | 2018 | 40 | 22 | 11 | 3267 | 344 | 33 | 1870006650017 | 132 | 22 | 440 | 1870000551430 | 11 | 311792 | 1 |
| 1 | 85 | PE | JABOATÃO DOS GUARARAPES | 24570 | PAULO CÂMARA | Governador | 2018 | 40 | 8 | 4 | 1188 | 377 | 12 | 680002418188 | 48 | 8 | 160 | 680000200520 | 4 | 107669 | 1 |
| 2 | 109 | PE | OLINDA | 24910 | PAULO CÂMARA | Governador | 2018 | 40 | 6 | 3 | 891 | 227 | 9 | 510001813641 | 36 | 6 | 120 | 510000150390 | 3 | 81276 | 1 |
| 3 | 120 | PE | PAULISTA | 25135 | PAULO CÂMARA | Governador | 2018 | 40 | 6 | 3 | 891 | 272 | 9 | 510001813641 | 36 | 6 | 120 | 510000150390 | 3 | 63229 | 1 |
| 4 | 42 | PE | CARUARU | 23817 | ARMANDO MONTEIRO | Governador | 2018 | 14 | 6 | 3 | 891 | 252 | 9 | 510001815384 | 36 | 6 | 42 | 510000150447 | 12 | 57523 | 0 |
| 5 | 123 | PE | PETROLINA | 25216 | PAULO CÂMARA | Governador | 2018 | 40 | 6 | 3 | 891 | 372 | 9 | 510001813641 | 36 | 6 | 120 | 510000150390 | 3 | 48707 | 1 |
| 6 | 28 | PE | CABO DE SANTO AGOSTINHO | 23574 | PAULO CÂMARA | Governador | 2018 | 40 | 4 | 2 | 594 | 136 | 6 | 340001209094 | 24 | 4 | 80 | 340000100260 | 2 | 46100 | 1 |
| 7 | 34 | PE | CAMARAGIBE | 26298 | PAULO CÂMARA | Governador | 2018 | 40 | 4 | 2 | 594 | 265 | 6 | 340001209094 | 24 | 4 | 80 | 340000100260 | 2 | 32056 | 1 |
| 8 | 64 | PE | GARANHUNS | 24198 | ARMANDO MONTEIRO | Governador | 2018 | 14 | 2 | 1 | 297 | 56 | 3 | 170000605128 | 12 | 2 | 14 | 170000050149 | 4 | 28946 | 0 |
| 9 | 181 | PE | VITÓRIA DE SANTO ANTÃO | 26271 | PAULO CÂMARA | Governador | 2018 | 40 | 4 | 2 | 594 | 120 | 6 | 340001209094 | 24 | 4 | 80 | 340000100260 | 2 | 28104 | 1 |
Last rows
| df_index | SG_UF | NM_MUNICIPIO | CD_MUNICIPIO | NM_URNA_CANDIDATO | DS_CARGO | ANO_ELEICAO | NR_CANDIDATO | CD_TIPO_ELEICAO | NR_TURNO | CD_ELEICAO | NR_ZONA | CD_CARGO | SQ_CANDIDATO | CD_SITUACAO_CANDIDATURA | CD_DETALHE_SITUACAO_CAND | NR_PARTIDO | SQ_COLIGACAO | CD_SIT_TOT_TURNO | QT_VOTOS_NOMINAIS | RESULTADO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 175 | 135 | PE | SALGADINHO | 25410 | PAULO CÂMARA | Governador | 2018 | 40 | 2 | 1 | 297 | 88 | 3 | 170000604547 | 12 | 2 | 40 | 170000050130 | 1 | 2356 | 1 |
| 176 | 23 | PE | BREJINHO | 23493 | PAULO CÂMARA | Governador | 2018 | 40 | 2 | 1 | 297 | 99 | 3 | 170000604547 | 12 | 2 | 40 | 170000050130 | 1 | 2104 | 1 |
| 177 | 36 | PE | CAMUTANGA | 23710 | ARMANDO MONTEIRO | Governador | 2018 | 14 | 2 | 1 | 297 | 27 | 3 | 170000605128 | 12 | 2 | 14 | 170000050149 | 4 | 2070 | 0 |
| 178 | 32 | PE | CALUMBI | 23671 | PAULO CÂMARA | Governador | 2018 | 40 | 2 | 1 | 297 | 108 | 3 | 170000604547 | 12 | 2 | 40 | 170000050130 | 1 | 2011 | 1 |
| 179 | 150 | PE | SOLIDÃO | 25879 | PAULO CÂMARA | Governador | 2018 | 40 | 2 | 1 | 297 | 98 | 3 | 170000604547 | 12 | 2 | 40 | 170000050130 | 1 | 1965 | 1 |
| 180 | 33 | PE | CALÇADO | 23655 | ARMANDO MONTEIRO | Governador | 2018 | 14 | 2 | 1 | 297 | 94 | 3 | 170000605128 | 12 | 2 | 14 | 170000050149 | 4 | 1909 | 0 |
| 181 | 79 | PE | ITACURUBA | 24473 | PAULO CÂMARA | Governador | 2018 | 40 | 2 | 1 | 297 | 73 | 3 | 170000604547 | 12 | 2 | 40 | 170000050130 | 1 | 1806 | 1 |
| 182 | 71 | PE | IBIRAJUBA | 24333 | ARMANDO MONTEIRO | Governador | 2018 | 14 | 2 | 1 | 297 | 48 | 3 | 170000605128 | 12 | 2 | 14 | 170000050149 | 4 | 1736 | 0 |
| 183 | 76 | PE | INGAZEIRA | 24414 | PAULO CÂMARA | Governador | 2018 | 40 | 2 | 1 | 297 | 50 | 3 | 170000604547 | 12 | 2 | 40 | 170000050130 | 1 | 1614 | 1 |
| 184 | 58 | PE | FERNANDO DE NORONHA | 30015 | PAULO CÂMARA | Governador | 2018 | 40 | 2 | 1 | 297 | 4 | 3 | 170000604547 | 12 | 2 | 40 | 170000050130 | 1 | 877 | 1 |